Medical Imaging | Radiation Oncology Application of simultaneous uncertainty quantification and segmentation for oropharyngeal cancer use-case with Bayesian deep learning. June 8, 2024
Artificial Intelligence/Machine Learning | Oncology | Pain Management Artificial Intelligence and Machine Learning in Cancer Related Pain: A Systematic Review. December 18, 2023
Medical Physics | Radiation Oncology Investigation of autosegmentation techniques on T2-weighted MRI for off-line dose reconstruction in MR-linac workflow for head and neck cancers. July 21, 2023
Radiation Oncology Application of simultaneous uncertainty quantification for image segmentation with probabilistic deep learning: Performance benchmarking of oropharyngeal cancer target delineation as a use-case. March 3, 2023
Deep Learning | Medical Imaging | Radiation Oncology Deep-learning-based generation of synthetic 6-minute MRI from 2-minute MRI for use in head and neck cancer radiotherapy. November 25, 2022
Oncology | Radiology Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer. August 15, 2022
Oncology | Radiology Combining Tumor Segmentation Masks with PET/CT Images and Clinical Data in a Deep Learning Framework for Improved Prognostic Prediction in Head and Neck Squamous Cell Carcinoma. April 11, 2022
Radiation Oncology | Radiology Head and Neck Cancer Primary Tumor Auto Segmentation Using Model Ensembling of Deep Learning in PET/CT Images. April 11, 2022
Oncology | Radiology Progression Free Survival Prediction for Head and Neck Cancer Using Deep Learning Based on Clinical and PET/CT Imaging Data. April 11, 2022
Radiation Oncology | Radiology Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective imaging registry. November 12, 2021
Oncology | Radiology Tumor Segmentation in Patients with Head and Neck Cancers Using Deep Learning Based-on Multi-modality PET/CT Images Double click to edit. March 16, 2021
Neurology | Oncology | Radiology Brain tumor segmentation and grading of lower-grade glioma using deep learning in MRI images. June 22, 2020